Machine learning and BIM visualization for maintenance issue classification and enhanced data collection. - Jennifer McArthur; Nima Shahbazi; Ricky Fok; Christopher Raghubar; Brandon Bortoluzzi; Aijun An (Adv. Eng. Informatics, 2018)

Simulated Boiler Fault Data. - Rony Shohet; Mohamed S. Kandil; J. J. McArthur (IEEE DataPort, 2019)

Simulated boiler data for fault detection and classification. - Rony Shohet; Mohamed S. Kandil; J. J. McArthur (IEEE DataPort, 2019)

Fault detection for non-condensing boilers using simulated building automation system sensor data. - Rony Shohet; Mohamed S. Kandil; Yidan Wang; J. J. McArthur (Adv. Eng. Informatics, 2020)

Clinical Decision Support in the Pediatric ICU: A Multi-Institution Survey. - Adam C. Dziorny; Julia A. Heneghan; Moodakare A. Bhat; Dean Karavite; L. Nelson Sanchez-Pinto; Jennifer McArthur; Naveen Muthu (AMIA, 2021)

A case study comparing the completeness and expressiveness of two industry recognized ontologies. - Caroline Quinn; J. J. McArthur (Adv. Eng. Informatics, 2021)

Using Reinforcement Learning with Transfer Learning to Overcome Smart Building Cold Start. - Mikhail Genkin; J. J. McArthur (CSCI, 2022)

Building Automation System Data Integration with BIM: Data Structure and Supporting Case Study. - Caroline Quinn; Ali Zargar Shabestari; Marin Litoiu; J. J. McArthur (CoRR, 2022)

Comparison of Brick and Project Haystack to Support Smart Building Applications. - Caroline Quinn; J. J. McArthur (CoRR, 2022)

A review of ontologies for smart and continuous commissioning. - Sara Gilani; Caroline Quinn; J. J. McArthur (CoRR, 2022)

Fault Detection for Non-Condensing Boilers using Simulated Building Automation System Sensor Data. - Rony Shohet; Mohamed S. Kandil; J. J. McArthur (CoRR, 2022)

ReLBOT: A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Smart Buildings. - Mikhail Genkin; J. J. McArthur (CoRR, 2023)

Exploring Artificial Intelligence Methods for Energy Prediction in Healthcare Facilities: An In-Depth Extended Systematic Review. - Marjan FatehiJananloo; Helen Stopps; J. J. McArthur (CoRR, 2023)

Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units. - Farivar Rajabi; J. J. McArthur (CoRR, 2023)

B-SMART: A reference architecture for artificially intelligent autonomic smart buildings. - Mikhail Genkin; J. J. McArthur (Eng. Appl. Artif. Intell., 2023)

The benefit of noise-injection for dynamic gray-box model creation. - Mohamed S. Kandil; J. J. McArthur (Adv. Eng. Informatics, 2024)

Autoencoder-Based fault detection using building automation system data. - Karim El Mokhtari; J. J. McArthur (Adv. Eng. Informatics, 2024)